AWS Architecture

AWS Architecture

@AWSArchitecture

Cloud architecture guidance to build your best with #AWS

Seattle, WA https://aws.amazon.com/architecture/ Joined 2014-03-27 Date of Analysis: Dec 16, 2025

55,231

Followers

10

Following

886

Tweets

281.9

Avg Engagement

416

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @AWSArchitecture's Twitter/X presence across multiple dimensions. We analyze tweet content, engagement patterns, audience demographics, posting habits, and network connections to provide actionable insights about this account's social media strategy and influence.

Account Classification

  • Account Size: Mid-Tier (10K+)
  • Account Age:2014-03-27
  • Verification:No
  • Location:Seattle, WA

Data Summary

  • Tweets Analyzed:861
  • Avg Likes per Tweet:264.3
  • Avg Retweets per Tweet:17.6
  • Followers Analyzed:50,000

Engagement Analysis

Based on 861 tweets

The account maintains a high average engagement rate with likes and retweets, indicating a dedicated and active audience. The use of interactive content like quizzes helps drive engagement and participation.

264.3

Avg Likes/Tweet

17.6

Avg Retweets/Tweet

227,557

Total Likes

15,137

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

4

Median Likes

2

Median Retweets

48

75th Percentile

17,925

Top Tweet

5.1

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Broadcaster

Primarily shares original content

83.7%

Original

0.7%

Replies

15.4%

Retweets

0.1%

Quotes

0.0%

Threads

0.1%

With Media

98.6%

With Links

75.0%

With #Tags

29.0%

With @Mentions

59.8%

With Emojis

233

Avg Length

Audience Reaction Profile

Broadcast

Focuses on original content over replies

0.01

Reply/Original Ratio

0.01

Quote/RT Ratio

Posting Rhythm

Highly Bursty

Posts in concentrated bursts

94.7%

Weekday Posts

5.3%

Weekend Posts

Top Hashtags

#aws (216) #reinvent (92) #thisismyarchitecture (47) #cloudcomputing (26) #awswellarchitected (25) #awsarchitecture (24) #cloud (21) #observability (18) #machinelearning (18) #wellarchitected (17)

Most Mentioned

@awscloud (49) @awsarchitecture (20) @wsj (9) @awsdevelopers (7) @setheliot (7) @sandy_carter (7) @danilop (6) @aselipsky (6) @aws_partners (6) @werner (6)

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Content Strategy Analysis

Based on 861 tweets

Content Type Distribution

Content Breakdown

Original Tweets 721 (84%)
Replies 6 (1%)
Retweets 133 (15%)
Quote Tweets 1 (0%)

What This Reveals About Their Strategy

This is a content-creator focused account that primarily shares original thoughts, ideas, and media. With original content dominating their feed, they position themselves as a source of new information rather than a curator. This strategy works well for establishing thought leadership.

The 133 retweets (15% of activity) show they also amplify content from others, which helps build relationships with other accounts and provides value to followers by surfacing relevant content.

Posting Patterns & Optimal Timing

Based on 861 tweets

Engagement by Hour (UTC)

Posting Frequency Over Time

Timing Insights

Understanding when an account posts and when their audience is most responsive provides valuable competitive intelligence. The charts above show when this account's content receives the most engagement, which often correlates with when their specific audience is most active on the platform.

Peak posting times vary significantly based on an account's audience demographics, timezone distribution, and content type. Accounts with global audiences often see engagement spread across multiple time windows, while those with regional focus may have more concentrated peaks.

Audience Demographics

Based on 50,000 followers

The primary audience includes cloud architects, developers, and IT professionals looking to enhance their AWS knowledge. The content is tailored for those seeking practical guidance and best practices.

Average

Audience Quality

21.4%

Suspicion Index

22.9%

Low-Quality %

65

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

36.2%

Empty Bio

16.7%

<10 Tweets

17.2%

Mass Following (>2K)

0.0%

New (<90 days)

44.7%

Low Ratio (<0.1)

0.0%

New (<180 days)

76.5%

No URL

9.6%

<3 Tweets

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Follower Reach & Influence

This account's followers have their own audiences, creating potential for secondary amplification.

52,249,445

Total Potential Reach

65

Median Follower Reach

241

75th Percentile Reach

7.2%

>1K followers

0.8%

>10K followers

0.2%

>50K followers

0.1%

>100K followers

Creator vs Consumer Split

Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).

61.5%

Creators

30,738 accounts

21.8%

Consumers

10,908 accounts

16.7%

Dormant

8,354 accounts

119

Verified Followers

0.24% of total

17.8%

Professional Bios

founder, dev, analyst, etc.

0.12

Median Follow Ratio

follower/following

Follower Influence Distribution

How many followers do their followers have?

Follower Account Age

How long have followers been on Twitter?

Geographic Distribution

Top locations where followers are based (from those who share location data):

United States (956) Seattle, WA (581) Toronto, Ontario (563) Canada (448) San Francisco, CA (380) Chicago, IL (336) New York, NY (329) Los Angeles, CA (322) Washington, DC (322) California, USA (314)

129

Verified Followers

0.24% of total

7,006

Protected Accounts

12.93% of total

9 years

Avg Account Age

of their followers

Notable Followers (By Influence)

Top accounts following this user, sorted by their follower count:

Username Followers Profession Interests
@JohnCena 14,106,773 Wrestler Wrestling, Motivation, Self-promotion
@hootsuite 7,331,284 Social Media Manager Social media, news, tips
@verified 4,201,317 - -
@awscloud 2,152,199 Cloud Computing Cloud computing, technology, support
@segalink 934,290 Activist Life, Leadership, Legacy
@lidangzzz 837,107 - -
@iownjd 780,684 Lawyer learn, inspire, engage
@PleasureEllis 686,329 Entertainer Music, Transformation, Celebration
@skylarclouds 540,592 Writer Books, Words, Cure
@SlackHQ 462,386 Communication technology, productivity, communication

Top Keywords in Follower Bios

engineer (2,890) software (2,633) cloud (2,107) tech (1,635) developer (1,466) technology (1,400) data (1,391) enthusiast (1,386) architect (1,370) aws (1,339)

Top Hashtags in Follower Bios

#cloud (224) #aws (203) #ai (183) #bitcoin (161) #devops (120) #cybersecurity (102) #iot (94) #tech (83) #crypto (77) #blacktechtwitter (74)

34,524

Followers With Bio

19,644

Followers Without Bio

63.74%

% With Bio

36.26%

% Without Bio

Why Audience Demographics Matter

Understanding who follows an account reveals the type of influence they hold. Accounts followed primarily by users with few followers indicate broad, mainstream appeal. Those with many high-follower followers have greater potential for content amplification through secondary sharing.

Account age distribution also tells a story: a follower base with many new accounts might indicate recent viral growth, while established followers suggest long-term, stable influence. Geographic data helps understand the cultural context and timezone spread of the audience.

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Viral Tweets

Top 5 by likes+RTs from 861 analyzed

50,259

Combined Engagement

48,532

Total Likes

1,727

Total Retweets

10,052

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

80%

With Hashtags

20%

With @Mentions

80%

With Links

Topical Analysis:

Cloud Architecture Aws Well-Architected Framework Education Engagement Real-World Applications Collaboration

Key Insights & Takeaways

The account emphasizes educational content and real-world case studies to highlight AWS capabilities. Interactive elements like quizzes are used to engage the audience and test knowledge. Collaborations with well-known brands like Orangetheory showcase the practical applications of AWS architecture.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 55,231
  • + Strong original content creation
  • + Active presence with consistent posting

Opportunities

  • ~ Optimize posting times for peak engagement windows
  • ~ Analyze top-performing content for replicable patterns
  • ~ Leverage geographic concentration for targeted content
  • ~ Explore collaboration potential with followed accounts

Summary

This analysis of @AWSArchitecture reveals an well-established Twitter presence with 55,231 followers. The account demonstrates a content-creator strategy, averaging 281.9 engagements per tweet. Key strengths include consistent posting and an engaged audience, with opportunities to further optimize timing and content strategy based on the patterns identified in this report.

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About This Analysis: This analysis is based on a snapshot of followers, following, and recent tweets. It evaluates structure, quality, and behavior, not historical growth. Metrics like growth rate, momentum, churn, or spike analysis require time-series data which is not available from a single snapshot.

Data collected and analyzed by twtData | Analysis date: Dec 16, 2025